The Effect of Variable Eccentricity onto the Oscillations in a Coiling Process
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Bibliographic record
Abstract
Abstract The mechanical model and the equations of motion of a rapid long‐term coiling process are presented. Additional effects are considered in the mechanical model in extension of the simple Laval‐rotor. Due to the coiled material the outer radius and the stiffness of the coiling drum varies with the rotation angle. The variable mass of the rotor has an important influence upon the oscillations of the rotor. Additionally, for the mechanical system under consideration, the resulting oscillations due to a variable eccentricity are analyzed. For the solution of the dynamic system an extended Newmark‐method is applied with a time‐step, which guarantees a converged solution. Numerical studies are performed for various parameters in order to highlight the influence of variable mass and variable eccentricity.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it